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On highly skewed fractional log‐stable noise sequences and their application

Harry Pavlopoulos and George Chronis

Journal of Time Series Analysis, 2023, vol. 44, issue 4, 337-358

Abstract: Considering log‐LFSN (log‐linear fractional stable noise) sequences {Yn=eδ·Xn+ε}n∈ℤ, driven by non‐Gaussian one‐sided LFSN {Xn}n∈ℤ with constant skewness intensity β0∈[−1,1], for any δ∈ℝ−{0} and ε∈ℝ, we show that the auto‐covariance function (ACVF) {γY(h)}h∈ℤ exists if and only if {Xn}n∈ℤ is persistent, with stability index α∈(1,2), Hurst exponent H∈(1/α,1) and extreme skewness β0=−1 (if δ>0) or β0=1 (if δ

Date: 2023
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https://doi.org/10.1111/jtsa.12671

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